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Merge pull request #259 from webmachinelearning/privacy-considerations
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Add privacy considerations for cached/persisted data
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anssiko authored Apr 21, 2022
2 parents 5b6913b + 887eafc commit c7c0b85
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Expand Up @@ -428,7 +428,9 @@ No information from the underlying platform is exposed directly. An execution ti

Note: The group is <a href="https://github.com/webmachinelearning/webnn/issues/85">soliciting further input</a> on the proposed execution time analysis fingerprinting vector and will augment this section with more information and mitigations to inform the implementers of this API.

Implementers of this API are expected to be familiar with the <a href="https://gpuweb.github.io/gpuweb/#security-privacy">WebGPU Privacy Considerations</a>.
Unlike APIs like WebGL, and WebGPU; this API does not intrinsically support custom shader authoring; and as a result is not prone to timing attacks that rely on shader caches, or other persistent data. The API builds upon pre-existing shaders and lower level primitives of the browser or the underlying OS. Web developers who interface with {{GPUDevice}} are expected to be aware of <a href="https://gpuweb.github.io/gpuweb/#privacy-user-agent-state">WebGPU compilation cache considerations</a>.

In general, implementers of this API are expected to be familiar with the <a href="https://gpuweb.github.io/gpuweb/#privacy-considerations">WebGPU Privacy Considerations</a>.

Ethical Considerations {#ethics}
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Expand Down Expand Up @@ -2490,6 +2492,7 @@ Thanks to Alex Gough and the Chrome Security team for security review and questi

Thanks to Michal Karzynski for sharing practical guidelines and learnings from ONNX.

Thanks to Kaustubha Govind and Chrome privacy reviewers for feedback and privacy considerations.
<pre class="biblio">
{
"Models": {
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